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ResearchFormerly WizWand

Prompt Injection on CSQA (ASR, MDSR)

62ASRInspector

Evaluation results

Method	Links
Inspector2026.05		62	40
AgentXposed2026.05		61.3	38.3
AgentSafe2026.05		60	38.3
AgentXposed2026.05		59.7	41.7
No Defense2026.05		56.3	43.3
Challenger2026.05		56	45
AgentSafe2026.05		52.3	51.7
No Defense2026.05		52	46.7
Inspector2026.05		50.7	51.7
No Defense2026.05		50	56.7
Challenger2026.05		49.3	50
AgentXposed2026.05		49	53.3
AgentSafe2026.05		48	56.7
Challenger2026.05		46	56.7
AgentSafe2026.05		45.3	55
No Defense2026.05		44.7	55
Challenger2026.05		44.4	60
Inspector2026.05		43.7	56.7
AgentXposed2026.05		43.3	55
Inspector2026.05		36.3	63.3
GUARDIAN2026.05		31.3	70
GUARDIAN2026.05		31	71.7
INFA-Guard2026.05		29.7	71.7
GUARDIAN2026.05		29.3	70
INFA-Guard2026.05		28.7	71.7
GUARDIAN2026.05		27.7	73.3
G-Safeguard2026.05		27.3	73.3
G-Safeguard2026.05		27.3	75
G-Safeguard2026.05		26.7	75
INFA-Guard2026.05		25.3	71.7
G-Safeguard2026.05		24.7	75
INFA-Guard2026.05		24.7	75
PropGuard2026.05		21	80
PropGuard2026.05		18.3	83.3
PropGuard2026.05		18	83.3
PropGuard2026.05		16	75